Zambian Language Trainer Window
Curate local language datasets and trigger asynchronous machine learning training
Multilingual
Select Target Zambian Dialect to Manage & Train:
🇿🇲
Unified (All)
🇿🇲
Chibemba
🇿🇲
Chinyanja
🇿🇲
Chitonga
🇿🇲
Silozi
🇬🇧
English
🌐
Mixed/General
Local Dataset Inspector: All
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @oh_sh1t: Damn, I got bitches *kanye voice* | Mixed | Abusive | User Added |
| RT @ogkels_: brought to you by bad bitches and good weed | Mixed | Abusive | User Added |
| RT @ogkaykay_: y'all hoes so annoying 😒 | Mixed | Abusive | User Added |
| RT @officialmckell: & ima eat that pussy all filthy 😍 | Mixed | Abusive | User Added |
| RT @officialbskip: I want a crazy bitch, they be loyal af 😩 | Mixed | Abusive | User Added |
| RT @odotkay: Mother's Day is n 16 mins. Y'all bitches picked y'all kids up from yo mama house so u can have 24hrs of custody n Instagram p… | Mixed | Abusive | User Added |
| RT @oddfuckingtaco: https://t.co/nkCXCZwrXa my nigga really tried to save his bitch lol | Mixed | Abusive | User Added |
| RT @oddfuckingtaco: Damn I hate a bitch that like to argue and shit | Mixed | Abusive | User Added |
| RT @oddfuckingtaco: "If I was a girl like that u would probably eat my pussy" - Jasper | Mixed | Abusive | User Added |
| RT @ockfromdablock: I'd go crazy if these animals like them grabbed my mama like that. I ain't going out like no bitch😤 http://t.co/sulNMnC… | Mixed | Abusive | User Added |
| RT @ochocinco: If your girl didn't camp out overnight to buy you the iPhone 6 your pee pee is trash... | Mixed | Safe | User Added |
| RT @occdissent: Ann Coulter admits on FOX News that America has a negro problem. #crime #tcot #gettingreal | Mixed | Hate Speech | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload a custom CSV file to bulk import training data across all languages. Required columns: phrase (or text), category (0=Hate, 1=Abusive, 2=Safe), and optionally language.
Model Training Control
20%
Evaluation Results
Trained Algorithm:
Decision Tree
ACCURACY
F1 SCORE
Confusion Matrix Grid
46
0
0
2
41
4
0
0
47
Columns: Predicted
Rows: Actual
Algorithm Accuracy Graph